https://openreview.net/forum?id=9bqxRuRwBlu
Support vector machines and linear regression coincide with very high-dimensional features |...
We prove that SVMs and OLS give the same hypotheses only when in very high dimensional settings and show empirically that this is universal across a broad...
support vector machineslinear regression
https://pure.psu.edu/en/publications/scalable-efficient-stepwise-optimal-feature-elimination-in-suppor/
Scalable, efficient, stepwise-optimal feature elimination in support vector machines - Penn State
support vector machines
https://ch.mathworks.com/help/stats/support-vector-machines-for-binary-classification.html
Support Vector Machines for Binary Classification - MATLAB & Simulink
Perform binary classification via SVM using separating hyperplanes and kernel transformations.
support vector machinesbinary classificationmatlabsimulink
https://www.work.caltech.edu/library/140.html
Support Vector Machines - Hard Margin (Abu-Mostafa)
support vector machineshardmarginabumostafa
https://www.mdpi.com/2071-1050/11/24/7038
Performance of Logistic Regression and Support Vector Machines for Seismic Vulnerability Assessment...
In this study, we performed seismic vulnerability assessment and mapping of the ML5.8 Gyeongju Earthquake in Gyeongju, South Korea, as a case study. We applied...
support vector machineslogistic regression
https://learn.mit.edu/search?resource=10820
Mega-Recitation 5: Support Vector Machines | MIT Learn
support vector machinesmegarecitationmitlearn
https://pure.psu.edu/en/publications/steel-corrosion-prediction-based-on-support-vector-machines/
Steel corrosion prediction based on support vector machines - Penn State
support vector machinesbased onsteelcorrosionprediction
https://kr.mathworks.com/help/wavelet/ug/ecg-classification-using-wavelet-features.html
Signal Classification Using Wavelet-Based Features and Support Vector Machines - MATLAB & Simulink...
Classify electrocardiogram signals using features derived from wavelets and an autoregressive model.
features and support
https://experts.arizona.edu/en/publications/parallel-construction-of-explicit-boundaries-using-support-vector/
Parallel construction of explicit boundaries using support vector machines - University of Arizona
support vector machinesparallel constructionexplicitboundaries
https://www.work.caltech.edu/library/142.html
Support Vector Machines - Nonlinear Transform (Abu-Mostafa)
support vector machinesnonlineartransformabumostafa
https://en.wikibooks.org/wiki/Support_Vector_Machines
Support Vector Machines - Wikibooks, open books for an open world
support vector machinesopen bookswikibooksworld
https://nl.mathworks.com/help/stats/support-vector-machines-for-binary-classification.html
Support Vector Machines for Binary Classification - MATLAB & Simulink
Perform binary classification via SVM using separating hyperplanes and kernel transformations.
support vector machinesbinary classificationmatlabsimulink
https://experts.arizona.edu/en/publications/constrained-efficient-global-optimization-with-support-vector-mac/
Constrained efficient global optimization with support vector machines - University of Arizona
support vector machinesglobal optimizationuniversity ofconstrainedefficient
https://scholars.lib.ntu.edu.tw/entities/publication/c4f598d0-56bf-4fe4-86bf-e8a3b70b7c56
Comparison of Support Vector Machines and Backpropogation Neural Networks in Forecasting Six Major...
Recently, applying the novel data mining techniques for financial time-series forecasting has received much research attention. However, most researches are...
support vector machines
https://scholars.cityu.edu.hk/en/publications/air-pollutant-parameter-forecasting-using-support-vector-machines/
Air pollutant parameter forecasting using support vector machines - CityUHK Scholars
support vector machinesairpollutantparameterforecasting
https://www.ll.mit.edu/r-d/publications/high-level-speaker-verification-support-vector-machines
High-level speaker verification with support vector machines | MIT Lincoln Laboratory
Recently, high-level features such as word idiolect, pronunciation, phone usage, prosody, etc., have been successfully used in speaker verification. The...
support vector machineshigh levelspeakerverification
https://www.work.caltech.edu/library/152.html
Support Vector Machines - Soft Margin (Abu-Mostafa)
support vector machinessoftmarginabumostafa
https://it.mathworks.com/help/stats/classificationecoc.html
ClassificationECOC - Multiclass model for support vector machines (SVMs) and other classifiers -...
ClassificationECOC is an error-correcting output codes (ECOC) classifier for multiclass learning, where the classifier consists of multiple binary learners...
support vector machinesand othermulticlassmodel
https://market.tutorialspoint.com/course/support-vector-machines-svm-in-python/index.asp
Support Vector Machines (SVM) in Python - Online Course
This course will give you a solid base for that by teaching you some of the advanced techniques of machine learning, which are Support Vector Machines.
support vector machinespython onlinesvmcourse
https://www.rug.nl/news/2013/01/20120113_marcowiering?lang=en
Marco Wiering - Deep Extensions of Support Vector Machines | News articles | University of Groningen
Jun 13, 2019 - Marco Wiering - Deep Extensions of Support Vector Machines
support vector machines
https://portal.fis.tum.de/en/publications/adversarial-label-flips-attack-on-support-vector-machines/
Adversarial label flips attack on support vector machines - Technical University of Munich
support vector machinesattack on
https://scholars.lib.ntu.edu.tw/entities/publication/f7db14bd-58cd-4e69-80a7-d0d7244ef8c0
Support Vector Machines for Multi-label Classification
Multi-label classification is an important subject in machine learning. There are several available ways to handle such problems. In this thesis we focus on...
support vector machinesmultilabelclassification
https://his.diva-portal.org/smash/record.jsf?pid=diva2:866010
Empirical Study of Time Efficiency and Accuracy of Support Vector Machines Using an Improved...
support vector machines
https://experts.umn.edu/en/publications/prediction-of-contact-maps-using-support-vector-machines/
Prediction of contact maps using support vector machines - Experts@Minnesota
support vector machinescontact mapspredictionusingexperts
https://impact.ornl.gov/en/publications/support-vector-machines-for-classification-of-direct-energy-depos/
SUPPORT VECTOR MACHINES FOR CLASSIFICATION OF DIRECT ENERGY DEPOSITION STANDOFF DISTANCE FOR...
support vector machinesdirect energy depositionclassification
https://pubmed.ncbi.nlm.nih.gov/39849775/
Comparative performance of artificial neural networks and support vector Machines in detecting...
The detection of adulteration in apple juice concentrate is critical for ensuring product authenticity and consumer safety. This study evaluates the...
artificial neural networkssupport vector machines
https://www.mdpi.com/2072-4292/15/11/2916
Predicting Eastern Mediterranean Flash Floods Using Support Vector Machines with Precipitable Water...
Flash floods in the Eastern Mediterranean (EM) region are considered among the most destructive natural hazards, which pose a significant challenge to model...
support vector machineseastern mediterraneanflash floods